GitHub Advisoryadvisory · PyPI
GHSA-r7w7-9xr2-qq2r langchain-openai: Image token counting SSRF protection can be bypassed via DNS rebinding
LOW
Official page ↗
- Aliases
- CVE-2026-41488
- Ecosystem
- PyPI
- Packages
- langchain-openai
- Severity
- Low
- CVSS vector
- CVSS:3.1/AV:N/AC:H/PR:N/UI:R/S:U/C:L/I:N/A:N
- Weaknesses
- CWE-918
- Reviewed
- 2026-04-16
Affected packages
• PyPI langchain-openai: < 1.1.14 → fixed in 1.1.14
Description
Summary
`langchain-openai`'s `_url_to_size()` helper (used by `get_num_tokens_from_messages` for image token counting) validated URLs for SSRF protection and then fetched them in a separate network operation with independent DNS resolution. This left a TOCTOU / DNS rebinding window: an attacker-controlled hostname could resolve to a public IP during validation and then to a private/localhost IP during the actual fetch.
The practical impact is limited because the fetched response body is passed directly to Pillow's `Image.open()` to extract dimensions — the response content is never returned, logged, or otherwise exposed to the caller. An attacker cannot exfiltrate data from internal services through this path. A potential risk is blind probing (inferring whether an internal host/port is open based on timing or error behavior).
Affected versions
• `langchain-openai` = 1.1.14 (requires `langchain-core` >= 1.2.31)
Affected code
File: `libs/partners/openai/langchain_openai/chat_models/base.py` — `_url_to_size()`
The vulnerable pattern was a validate-then-fetch with separate DNS resolution:
```python
validate_safe_url(image_source, allow_private=False, allow_http=True)
... separate network operation with independent DNS resolution ...
response = httpx.get(image_source, timeout=timeout)
```
Fix
The fix replaces the validate-then-fetch pattern with an SSRF-safe httpx transport (`SSRFSafeSyncTransport` from `langchain-core`) that:
• Resolves DNS once and validates all returned IPs against a policy (private ranges, cloud metadata, localhost, k8s internal DNS)
• Pins the connection to the validated IP, eliminating the DNS rebinding window
• Disables redirect following to prevent redirect-based SSRF bypasses
This fix was released in langchain-openai 1.1.14.
Related
Alias · CVE (1)
- CVE-2026-41488 LangChain is a framework for building agents and LLM-powered applications. vulnerability
Weakness · CWE (1)
- CWE-918 Server-Side Request Forgery weakness